Atlas / Skills / google-gemini / Gemini Live Api Dev

Gemini Live Api DevSAFE

skills/google-gemini/gemini-live-api-dev

Skills for the Gemini API, SDK and model/agent interactions

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
Apache-2.0
Stars
4,318
01

Overview

Skills for the Gemini API, SDK and model/agent interactions

Read from source at commit 23528bdec98fOBSERVED · 2026-10-22
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: gemini-live-api-dev
description: Use this skill when building real-time, bidirectional streaming applications with the Gemini Live API, or migrating legacy Live models (2.0/2.5/3.1) to Gemini 3.8 Live. Covers WebSocket-based audio/video/text streaming, voice activity detection (VAD), background reasoning (extended thinking), asynchronous function calling, session management, ephemeral tokens, live transcription, and live translation. SDKs covered - google-genai (Python), @google/genai (JavaScript/TypeScript).
---

# Gemini Live API Development Skill

## Overview

The Live API enables **low-latency, real-time voice and video interactions** with Gemini over WebSockets. It processes continuous streams of audio, video, or text to deliver immediate, human-like spoken responses and background reasoning.

Key capabilities:
- **Bidirectional audio streaming** — real-time mic-to-speaker conversations
- **Background reasoning (extended thinking)** — multi-step background reasoning with spoken conversational fillers
- **Live streaming transcription** — real-time speech-to-text with interim and finalized streams
- **Video streaming** — send camera/screen frames alongside audio
- **Text input/output** — send and receive text within a live session
- **Audio transcriptions** — get text transcripts of both input and output audio
- **Voice Activity Detection (VAD)** — automatic server VAD, client-side Hybrid VAD, and manual Push-to-Talk
- **Asynchronous function calling** — non-blocking tool execution while audio continues streaming
- **Full-session client content** — inject and update conversation turns mid-stream
- **Session management** — context compression, session resumption, GoAway signals
- **Ephemeral tokens** — secure client-side authentication

> [!NOTE]
> The Live API connects directly via **WebSockets**. For WebRTC support or simplified integration, use a [partner integration](#partner-integrations).

## Models

### Current Models (Use These)

- `gemini-3.8-live` — Default option for most low-latency voice agent experiences and real-time dialogue without reasoning delays. Supports interleaved reasoning, asynchronous function calling by default (`behavior: NON_BLOCKING`), and full-session client content updates.
- `gemini-3.8-live-extended-thinking` — High-reasoning audio-to-audio model recommended when higher background reasoning is required during live interactions. Processes background reasoning and async tool calls (`behavior: NON_BLOCKING` required) while streaming continuous spoken conversational fillers; lifecycle managed via `interaction_status` (`IN_PROGRESS` vs `IDLE`).
- `gemini-3.5-transcribe-live` — Real-time streaming speech-to-text with interim hypotheses, finalized transcripts, smart formatting, and Hybrid VAD.
- `gemini-3.5-live-translate-preview` — Real-time speech-to-speech streaming translation across 70+ languages.

> [!WARNING]
> **Legacy Models (`gemini-3.1-flash-live-preview`, `gemini-2.5-flash-native-audio-*`, `gemini-live-2.5-flash-preview`, `gemini-2.0-flash-live-001`)**: Read [`references/migration.md`](references/migration.md) for breaking protocol changes (`behavior: "NON_BLOCKING"`, `thinking_level`, `interaction_status`, `send_client_content`).

## SDKs

- **Python**: `google-genai` >= `2.3.0` — `pip install -U google-genai`
- **JavaScript/TypeScript**: `@google/genai` >= `2.3.0` — `npm install @google/genai`

> [!WARNING]
> Legacy SDKs `google-generativeai` (Python) and `@google/generative-ai` (JS) are **deprecated**. Never use them.

## Partner Integrations

To streamline real-time audio/video app development, use a third-party integration supporting the Gemini Live API over **WebRTC** or **WebSockets**:

- [LiveKit](https://docs.livekit.io/agents/models/realtime/plugins/gemini/) — Use the Gemini Live API with LiveKit Agents.
- [Pipecat by Daily](https://docs.pipecat.ai/guides/features/gemini-live) — Create a real-time AI chatbot using Gemini Live and Pipecat.
- [Fishjam by Software Mansion](https://docs.fishjam.io/tutorials/gemini-live-integration) — Create live video and audio streaming applications with Fishjam.
- [Vision Agents by Stream](https://visionagents.ai/integrations/gemini) — Build real-time voice and video AI applications with Vision Agents.
- [Voximplant](https://voximplant.com/products/gemini-client) — Connect inbound and outbound calls to Live API with Voximplant.
- [Firebase AI SDK](https://firebase.google.com/docs/ai-logic/live-api?api=dev) — Get started with the Gemini Live API using Firebase AI Logic.

## Audio Formats

- **Input**: Raw PCM, little-endian, 16-bit, mono. 16kHz native (will resample others). MIME type: `audio/pcm;rate=16000`
- **Output**: Raw PCM, little-endian, 16-bit, mono. 24kHz sample rate.

> [!IMPORTANT]
> Use `send_realtime_input` / `sendRealtimeInput` for all real-time streaming user input (audio, video, **and text**). On Gemini 3.8 models, `send_client_content` / `sendClientContent` is supported across the full session lifecycle with explicit roles (`user` or `model`) to inject conversation context (`turn_complete=true` unconditionally interrupts active generation).

> [!WARNING]
> Do **not** use `media` in `sendRealtimeInput`. Use the specific keys: `audio` for audio data, `video` for images/video frames, and `text` for text input.

---

## Quick Start

### Authentication

#### Python

```python
from google import genai

client = genai.Client(api_key="YOUR_API_KEY")
```

#### JavaScript

```js
import { GoogleGenAI } from '@google/genai';

const ai = new GoogleGenAI({ apiKey: 'YOUR_API_KEY' });
```

### Connecting to the Live API

#### Python
```python
from google.genai import types

config = types.LiveConnectConfig(
    response_modalities=[types.Modality.AUDIO],
    system_instruction=types.Content(
        parts=[types.Part(text="You are a helpful assistant.")]
    )
)

async with client.aio.live.connect(model="gemini-3.8-live", config=config) as session:
    pass  # Session is active
```

#### JavaScr
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
references/migration.md:30
- [ ] **Client content updates**: `send_client_content` is supported throughout the entire session lifecycle with explicit roles (`user` or `model`). Setting `turn_complete=true` unconditionally inter
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: no_behavioural_pass.

Audited 2026-10-22 · audit v0.4.1 · source sha 23528bdec98ffull audit observations/trust-audit/skill/google-gemini__gemini-live-api-dev.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-2223528bdec98fSAFEB89first audit
05

Questions

What does the gemini-live-api-dev — google-gemini/gemini-skills skill do?

Skills for the Gemini API, SDK and model/agent interactions

Is gemini-live-api-dev — google-gemini/gemini-skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can gemini-live-api-dev — google-gemini/gemini-skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (23528bdec98f), read on 2026-10-22. The repository is watched, and a new audit runs when it changes — this is the first audit.

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